Abstract:
A method and apparatus for symbol-space based compression of patterns are provided. The method comprises receiving an input sequence, the input sequence being of a first length and comprising a plurality of symbols; extracting all common patterns within the input sequence, wherein a common pattern includes at least two symbols; generating an output sequence responsive of the extraction of all common patterns, wherein the output sequence has a second length that is shorter than the first length; and storing in a memory the output sequence as a data layer, wherein the output sequence is provided as a new input sequence for a subsequent generation of a data layer.
Abstract:
An assembler for generating a complex signature of an input multimedia data element comprises a first interface for receiving a plurality of signatures respective of a plurality of minimum size multimedia data elements, wherein each of the plurality of the minimum size multimedia data elements is a minimal partition of the input multimedia data element; an assembly unit for combining the plurality of signatures respective of the plurality of minimum size multimedia data elements to generate the complex signature; and a second interface for storing at least the complex signature in a storage unit connected thereto.
Abstract:
A method for diagnosing a patient based on analysis of multimedia content is provided. The method includes receiving at least one multimedia content element respective of the patient from a user device; generating at least one signature for the at least one multimedia content element; generating at least one identifier respective of the at least one multimedia content element using the at least one generated signature; searching a plurality of data sources for possible diagnoses respective of the one or more identifiers; and providing at least one possible diagnoses respective of the at least one multimedia content element to the user device.
Abstract:
A method and system for speech to speech translation using a plurality of computational cores of a natural liquid architecture are provided. The method includes receiving an audio signal; identifying a first concept related to the received audio signal; identifying a first language based on the first concept identified for the received audio signal; and determining a match between of the first concept and at least a second concept, wherein the at least second concept represents a target second language.
Abstract:
A method and system for determining the correlation of at least one keyword to a multimedia content element. The method comprises generating at least one signature to a received multimedia content element; searching for at least one potentially correlative keyword respective of the at least one generated signature; and determining the correlation of each of the at least one keywords to the multimedia content element.
Abstract:
A method and system for matching informative content to a multimedia content element are provided. The method comprises identifying the multimedia content element in a web-page displayed on a user node; generating at least one signature for the multimedia content element; determining a user impression respective of at least one multimedia content element; determining at least one matching concept based on the at least one generated signature and the determined impression; searching for matching informative content based on the matching concept; and determining a display area within the multimedia content element over which the matched informative content can be displayed.
Abstract:
A method and system for providing at least a link to a content item related to a multimedia content element respective of an on-image gesture. The method comprises receiving, from a user device, at least on-image gesture and the multimedia content element; analyzing the at least on-image gesture determine at least one portion of the multimedia content element that a user is interested in; generating at least one signature for each of the at least a portion; determining a content item corresponding to the at least one identified portion of multimedia content, wherein the determination is based in part on a type of the at least on-image gesture; and modifying the received multimedia content element to include at least a link to an informative resource containing the content item.
Abstract:
A method for detection of common patterns within unstructured data elements. The method includes extracting a plurality of unstructured data elements retrieved from a plurality of big data sources; generating at least one signature for each of the plurality of unstructured data elements; identifying common patterns among the generated signatures; clustering the signatures identified to have common patterns; and correlating the generated clusters to identify associations between their respective identified common patterns.
Abstract:
A method for generating a concept database respective of a plurality of multimedia data elements (MMDEs) comprises generating a plurality of items from a received MMDE of the plurality of MMDEs; determining the items that are of interest for signature generation; generating at least one signature responsive to at least one item of interest of the received MMDE of the plurality of MMDEs; clustering a plurality of signatures received from the signature generator responsive of the plurality of MMDEs; reducing the number of signatures in each cluster to a create a signature reduced cluster (SRC) of the cluster; associating metadata with the SRC to a concept structure comprised of a plurality of SRCs and their associated metadata; and generating at least one index for mapping the received MMDE to at least one concept structure, wherein the concept database includes concept structures and the generated indices for the plurality of MMDEs.
Abstract:
A method for situation aware processing, the method may include detecting a situation, based on first sensed information at a first period; selecting, from reference information, a situation related subset of the reference information, wherein the situation related subset of the reference information is related to the situation; and performing, by a situation related processing unit, a situation related processing, wherein the situation related processing is based on the situation related subset of the reference information and on second sensed information sensed at a second period, wherein the situation related processing comprises at least one out of object detection and object behavior estimation.